{"data":{"id":"277f49e3-4eee-476a-8f38-45861eae343a","title":"CVE-2026-31223: The snorkel library thru v0.10.0 contains a critical insecure deserialization vulnerability (CWE-502) in the…","summary":"CVE-2026-31223 affects the snorkel library through v0.10.0 and is classified as CWE-502, insecure deserialization. The BaseLabeler.load() method passes user-supplied file paths to pickle.load() with no validation or security controls. A remote attacker who supplies a maliciously crafted pickle file can achieve arbitrary code execution when the file is loaded through this method.","solution":"N/A -- no mitigation discussed in source.","labels":["security"],"sourceUrl":"https://nvd.nist.gov/vuln/detail/CVE-2026-31223","publishedAt":"2026-05-12T16:16:14.223Z","cveId":"CVE-2026-31223","cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"critical","attackType":["supply_chain"],"issueType":"vulnerability","affectedPackages":["snorkel@<= 0.10.0"],"affectedPackageNames":["snorkel"],"affectedPackageRefs":["pypi:snorkel"],"affectedVendors":[],"affectedVendorsRaw":["snorkel"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":"snorkel insecure deserialization in BaseLabeler.load() via pickle files","headlinePromptVersion":"h1","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":"unknown","epssScore":0.00392,"epssCheckedAt":"2026-11-07T18:08:33.276Z","kevDateAdded":null,"advisoryAliases":["GHSA-fq92-qc8f-482v"],"affectedPackagesSource":"ghsa","affectedPackagesCheckedAt":"2026-10-10T03:48:33.541Z","patchAvailable":null,"disclosureDate":"2026-05-12T16:16:14.223Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"trivial","impactType":["confidentiality","integrity","availability"],"aiComponentTargeted":"framework","llmSpecific":false,"classifierConfidence":0.9,"researchCategory":null,"atlasIds":["AML.T0010"],"fixes":[]}}